{"id":"W4389031870","doi":"10.1093/ofid/ofad500.2424","title":"2813. Impact of a Recent Change in Tobramycin Breakpoints (CLSI) on the Proportion of <i>Pseudomonas aeruginosa</i> Clinical Isolates that are Multidrug-Resistant: CANWARD, 2016 to 2021","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Broth microdilution; Medicine; Meropenem; Ciprofloxacin; Microbiology; Piperacillin/tazobactam; Tobramycin; Ceftazidime; Tazobactam; Piperacillin; Multiple drug resistance; Pseudomonas aeruginosa; Minimum inhibitory concentration; Imipenem; Antimicrobial; Antibiotics; Antibiotic resistance; Biology; Bacteria; Gentamicin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003137916,0.0003049196,0.0003650549,0.0006246357,0.0006789028,0.002091941,0.0007801437,0.0004910804,0.004919951],"category_scores_gemma":[0.01152499,0.0001837541,0.0006551476,0.001395493,0.0005869013,0.000360083,0.0005549981,0.0005208158,0.000822091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006573809,"about_ca_system_score_gemma":0.01730699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6499625,"about_ca_topic_score_gemma":0.7279031,"domain_scores_codex":[0.9967433,0.0005453033,0.0002719221,0.0005348233,0.001342866,0.0005617108],"domain_scores_gemma":[0.9855142,0.00198128,0.003469205,0.0007707409,0.006183986,0.002080501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001890428,0.0001661138,0.9580059,0.0001432103,0.0001454394,0.0002097288,0.00026361,0.000370382,0.001202096,0.0001186839,0.006071349,0.03141309],"study_design_scores_gemma":[0.00004788668,0.0003852422,0.9915353,0.00007505048,0.00009859265,0.0001310496,0.0003237063,0.0004532627,0.001263591,0.00002684865,0.005647437,0.00001188848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718289,0.002377865,0.000628296,0.0021012,0.0002890976,0.0002523792,0.009852099,0.00006738771,0.01260296],"genre_scores_gemma":[0.9877169,0.0008453373,0.0007219088,0.0006803799,0.00007047041,0.00005339991,0.006434908,0.00003028069,0.003446459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3500375,"threshold_uncertainty_score":0.7041979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031071582576791,"score_gpt":0.3536757796918207,"score_spread":0.3133650638660528,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}